Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
towardsdatascience.com·1d
📐Geometric Hashing
Drama Model Inference Efficiency Boosted by 1.7x-2.3x
pytorch.org·18h·
Discuss: Hacker News
🚀SIMD Text Processing
Are we creating intelligence, or discovering it?
medium.com·2d·
Discuss: Hacker News, r/LLM
🔲Cellular Automata
Paying attention to feature distribution alignment (pun intended)
alexshtf.github.io·2d·
Discuss: Hacker News
📐Linear Algebra
Learning ON Large Datasets Using Bit-String Trees
arxiv.org·1d
🗂️Vector Databases
k-NN Classification and Model Evaluation
dev.to·1d·
Discuss: DEV
🧠Machine Learning
The AI Data Scientist
arxiv.org·1d
🧪Data science
History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL
arxiv.org·14h
💻Local LLMs
Automated Literature Synthesis & Knowledge Graph Refinement via Dual-Pass Semantic Parsing
dev.to·1h·
Discuss: DEV
🔗Constraint Handling
The Science of Intelligent Exploration: Why We Need Exploration in AI
richardcsuwandi.github.io·3d·
Discuss: Hacker News
🔲Cellular Automata
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.org·1d
⧗Information Bottleneck
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting
arxiv.org·14h
📊Quantization
RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing
arxiv.org·14h
🔲Cellular Automata
How Grad-CAM Helped Me Explain Alzheimer’s Predictions
dev.to·10h·
Discuss: DEV
📊Learned Metrics
Large Language Model-Based Automatic Formulation for Stochastic Optimization Models
arxiv.org·1d
🧠Machine Learning
LLM Assertiveness can be Mechanistically Decomposed into Emotional and Logical Components
arxiv.org·1d
🧠Machine Learning
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning
arxiv.org·14h
🧠Machine Learning
Meta-R1: Empowering Large Reasoning Models with Metacognition
arxiv.org·1d
✓Automated Theorem Proving
How to Summarize Huge Documents with LLMs: Beyond Token Limits and Basic Prompts
dev.to·23h·
Discuss: DEV
📝Text Compression
Long-Term Variability in Physiological-Arousal Relationships for Robust Emotion Estimation
arxiv.org·14h
👁️Perceptual Coding